Show all users of a site collection

If you want to see all users which are assigned to any SharePoint group then just go to "Site Settings" and "Group and People" and modify the URL in your browser,

It shows:  

/_layouts/15/people.aspx?MembershipGroupId=7

change it to: 

/_layouts/15/people.aspx?MembershipGroupId=0

Voila!